{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "nbpresent": {
     "id": "dc7a1635-0bbd-4bf7-a07e-7a36f58e258b"
    },
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "# An introduction to solving biological problems with Python"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "nbpresent": {
     "id": "53eee250-b3d0-4262-ad09-e87fb2acf82e"
    },
    "slideshow": {
     "slide_type": "-"
    }
   },
   "source": [
    "## Presenters for 5-6 December 2016\n",
    "- Mukarram Hossain, Cambridge\n",
    "- Anne Pajon, CRUK Cambridge Institute"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "nbpresent": {
     "id": "21082cb9-e1b9-4fe9-80d5-9d9e8418937b"
    },
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## Learning objectives\n",
    "- **Recall** how to print, create variables and save Python code in files\n",
    "- **List** the most common data types in Python\n",
    "- **Explain** how to write conditions and loops in Python\n",
    "- **Use and compare** these concepts in different code examples \n",
    "- **Propose and create** solutions using these concepts in different exercises"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "nbpresent": {
     "id": "ceb5f5a0-a5e8-435e-ae16-23c2ba8c6ab2"
    },
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## Course schedule - day one\n",
    "\n",
    "- 09:30-10:00: [0h30] **Introduction**\n",
    "- 10:00-12:00: [2h00] **Session 1** - Print, Variables, Simple data types, Arithmetic and Saving code in files\n",
    "- 12:00-13:00: *lunch break*\n",
    "- 13:00-15:00: [2h00] **Session 2** - Collections: Lists, String and Dictionnaries\n",
    "- 15:00-15:15: *break*\n",
    "- 15:15-16:15: [1h00] **Session 3** - Conditional execution\n",
    "- 16:15-16:30: *break*\n",
    "- 16:30-17:30: [1h00] **Session 4** - Loops"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "nbpresent": {
     "id": "e6c2e441-eb7b-4a4c-9c9c-b88cc9a2527f"
    },
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## Course schedule - day two\n",
    "\n",
    "- Functions, Files and BioPython"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "nbpresent": {
     "id": "8458de53-35b5-405e-a372-5db5d2e2c2c5"
    },
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## Course materials\n",
    "\n",
    "- There is a course webpage with links to the materials, example solutions to the exercises etc.:\n",
    "    - http://pycam.github.io\n",
    "- All course materiel is available on GitHub https://github.com/pycam\n",
    "- We’d like you to follow along with the example code as we go through the material, and attempt the exercises to practice what you’ve learned\n",
    "- Questions are welcome at any point!\n",
    "- If you have specific projects/problems you like to use Python for we are happy to (try to) help during the exercises\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "nbpresent": {
     "id": "96ca5c44-2cfc-471c-8da7-39870c822e20"
    },
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## What is *Python*?\n",
    "\n",
    "- Python is a *dynamic, interpreted* general purpose programming language initially created by Guido van Rossum in 1991\n",
    "- It is a powerful language that supports several popular programming paradigms:\n",
    "    - procedural\n",
    "    - object-oriented\n",
    "    - functional\n",
    "- Python is widely used in bioinformatics and scientific computing, as well as many other fields and in industry\n",
    "- Python is available on all popular operating systems\n",
    "    - Macs\n",
    "    - Windows\n",
    "    - Linux"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "nbpresent": {
     "id": "9110098b-9675-4d64-adf3-c947073d4c4d"
    },
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## The Python programming language\n",
    "\n",
    "- Python is considered to come with \"batteries included\" and the <a href=\"https://docs.python.org/3.5/library/\">standard library</a> (some of which we will see in this course) provides built-in support for lots of common tasks:\n",
    "    - numerical & mathematical functions \n",
    "    - interacting with files and the operating system\n",
    "    - ...\n",
    "\n",
    "- There is also a wide range of external libraries for areas not covered in the standard library, such as [Pandas](http://pandas.pydata.org/) the Python Data Analysis Library and the [BioPython](http://biopython.org/) Library which provides tools for bioinformatics - we look at this tomorrow"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "nbpresent": {
     "id": "0d61b4b4-163f-47fe-80f1-092287218273"
    },
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## Getting started\n",
    "\n",
    "- Python is an *interpreted* language, this means that your computer does not run Python code natively, but instead we run our code using the Python interpreter\n",
    "- There are three ways in which you can run Python code:\n",
    "    - Directly typing **commands into the interpreter**: *Good for experimenting with the language, and for some interactive work*\n",
    "    - Using a **Jupyter notebook**: *Great for experimenting with the language, and for sharing and learning*\n",
    "    - Typing code **into a file** and then telling the interpreter to run the code from this file: *Good for larger programs, and when you want to run the same code repeatedly*\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "nbpresent": {
     "id": "b878a4f9-4345-4abb-81f4-5a731c639ab8"
    },
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## How to start the Python interpreter?\n",
    "\n",
    "- How you start the interpreter will depend on which operating system you are using, but on a Mac or Linux machine you should start a terminal and then just type the command `python3`\n",
    "- This will print out some information about your installation of python and then leave you with a command prompt which looks like `>>>` \n",
    "- You can then type commands and press `Enter` when you're done. Python will run the code you typed, and might display some output on the line below, before leaving you with another prompt.\n",
    "- If you want to exit the interactive interpreter you can type the command `quit()` or type `Ctrl-D`"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "nbpresent": {
     "id": "8a4ac456-6c4b-4249-8662-b1cabfd7cee4"
    },
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## The terminal\n",
    "\n",
    "We will see later how to save code in a file and run it.\n",
    "<center><img src=\"img/python_shell.png\"></center>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "nbpresent": {
     "id": "f5bcbcb5-4352-4674-a7b6-c8e576220422"
    },
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## The shell command lines you may need\n",
    "\n",
    "- `ls`: to list directory contents\n",
    "- `pwd`: to return working directory name\n",
    "- `cd to/this/directory/`: to change directory\n",
    "- `cat hello.py`: to print the content of a text file \n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "nbpresent": {
     "id": "9814e8d7-60e0-43e6-aee0-3c33cc2cc809"
    },
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## What is a Jupyter notebook?\n",
    "\n",
    "<img src=\"http://jupyter.org/assets/nav_logo.svg\">\n",
    "\n",
    "- The [Jupyter Notebook](http://jupyter.org/) is a web application that allows you to create and share documents that contain live code, equations, visualizations and explanatory text. \n",
    "\n",
    "- Jupyter provides a rich architecture for interactive data science and scientific computing with: \n",
    "    - Over 40 programming languages such as Python, R, Julia and Scala.\n",
    "    - A browser-based notebook with support for code, rich text, math expressions, plots and other rich media.\n",
    "    - Support for interactive data visualization.\n",
    "    - Easy to use tools for parallel computing."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "nbpresent": {
     "id": "62fdd00c-a006-4f11-b9dc-e2ca072225d7"
    },
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## How to install Jupyter on your own computer?\n",
    "\n",
    "<img src=\"http://jupyter.org/assets/nav_logo.svg\">\n",
    "\n",
    "- [See Installing Jupyter Notebook](https://jupyter.readthedocs.io/en/latest/install.html)\n",
    "\n",
    "- For new users, we recommend [installing Anaconda](https://www.continuum.io/downloads). Anaconda conveniently installs Python, the Jupyter Notebook, and other commonly used packages for scientific computing and data science.\n",
    "\n",
    "- Start the notebook server from the command line:\n",
    "```\n",
    "jupyter notebook\n",
    "```\n",
    "- You should see the notebook home page open in your web browser.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "nbpresent": {
     "id": "0e25dad3-add0-466e-8f71-e771d6ec4500"
    },
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## How to run python in a Jupyter notebook?\n",
    "\n",
    "<img src=\"http://jupyter.org/assets/nav_logo.svg\">\n",
    "\n",
    "- See [Jupyter Notebook Basics](http://nbviewer.jupyter.org/github/jupyter/notebook/blob/master/docs/source/examples/Notebook/Notebook%20Basics.ipynb)\n",
    "\n",
    "\n",
    "- Go to our notebook for the fist session: [Introduction_to_python_day_1_session_1](Introduction_to_python_day_1_session_1.ipynb)"
   ]
  }
 ],
 "metadata": {
  "anaconda-cloud": {},
  "celltoolbar": "Slideshow",
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.5.2"
  },
  "nbpresent": {
   "slides": {
    "152c5a3b-78f9-4183-bce2-379a4012baf6": {
     "id": "152c5a3b-78f9-4183-bce2-379a4012baf6",
     "layout": "grid",
     "prev": "5613e857-5b4e-42e4-9feb-df0440592ca2",
     "regions": {
      "20d6059c-7745-410d-a5fb-0b91cacbc2e2": {
       "attrs": {
        "height": 0.6666666666666666,
        "pad": 0.01,
        "treemap:weight": 1,
        "width": 0.5,
        "x": 0,
        "y": 0
       },
       "id": "20d6059c-7745-410d-a5fb-0b91cacbc2e2"
      },
      "300e6ccd-ecf4-425e-8574-3debe305aafb": {
       "attrs": {
        "height": 0.3333333333333333,
        "pad": 0.01,
        "treemap:weight": 1,
        "width": 1,
        "x": 0,
        "y": 0.6666666666666666
       },
       "content": {
        "cell": "9814e8d7-60e0-43e6-aee0-3c33cc2cc809",
        "part": "whole"
       },
       "id": "300e6ccd-ecf4-425e-8574-3debe305aafb"
      },
      "df2dd6ff-570b-4b75-9cb7-1ff1dbdd4f55": {
       "attrs": {
        "height": 0.6666666666666666,
        "pad": 0.01,
        "treemap:weight": 1,
        "width": 0.5,
        "x": 0.5,
        "y": 0
       },
       "id": "df2dd6ff-570b-4b75-9cb7-1ff1dbdd4f55"
      }
     }
    },
    "2586ca7d-5091-40ea-b566-ccc5fbf833c6": {
     "id": "2586ca7d-5091-40ea-b566-ccc5fbf833c6",
     "prev": "f001d476-5814-4664-a722-f04f5d23cd52",
     "regions": {
      "d6011048-43db-4990-a82e-768683aa4fe5": {
       "attrs": {
        "height": 0.8,
        "width": 0.8,
        "x": 0.1,
        "y": 0.1
       },
       "content": {
        "cell": "ceb5f5a0-a5e8-435e-ae16-23c2ba8c6ab2",
        "part": "whole"
       },
       "id": "d6011048-43db-4990-a82e-768683aa4fe5"
      }
     }
    },
    "27ee4130-d0bb-4287-b8fe-75a7b0ecf178": {
     "id": "27ee4130-d0bb-4287-b8fe-75a7b0ecf178",
     "prev": "2586ca7d-5091-40ea-b566-ccc5fbf833c6",
     "regions": {
      "7a689d66-0c9d-4492-928b-f35bfd2ffc4c": {
       "attrs": {
        "height": 0.8,
        "width": 0.8,
        "x": 0.1,
        "y": 0.1
       },
       "content": {
        "cell": "e6c2e441-eb7b-4a4c-9c9c-b88cc9a2527f",
        "part": "whole"
       },
       "id": "7a689d66-0c9d-4492-928b-f35bfd2ffc4c"
      }
     }
    },
    "2de0c027-7a07-4f7e-8594-a98d36125372": {
     "id": "2de0c027-7a07-4f7e-8594-a98d36125372",
     "prev": "75e76bd9-24ae-4c42-b6bc-5f58a0550ba8",
     "regions": {
      "868fd842-e6fb-48b2-9ac5-95e8fe20927e": {
       "attrs": {
        "height": 0.8,
        "width": 0.8,
        "x": 0.1,
        "y": 0.1
       },
       "content": {
        "cell": "0e25dad3-add0-466e-8f71-e771d6ec4500",
        "part": "whole"
       },
       "id": "868fd842-e6fb-48b2-9ac5-95e8fe20927e"
      }
     }
    },
    "5613e857-5b4e-42e4-9feb-df0440592ca2": {
     "id": "5613e857-5b4e-42e4-9feb-df0440592ca2",
     "prev": "564dae42-4185-46c1-b156-e503f475e25c",
     "regions": {
      "17e888b0-050b-406a-a5a3-0d5c1605b8df": {
       "attrs": {
        "height": 0.8,
        "width": 0.8,
        "x": 0.1,
        "y": 0.1
       },
       "content": {
        "cell": "f5bcbcb5-4352-4674-a7b6-c8e576220422",
        "part": "whole"
       },
       "id": "17e888b0-050b-406a-a5a3-0d5c1605b8df"
      }
     }
    },
    "564dae42-4185-46c1-b156-e503f475e25c": {
     "id": "564dae42-4185-46c1-b156-e503f475e25c",
     "prev": "ba285213-f645-4314-afd5-0a656fa35631",
     "regions": {
      "328d4d72-cd9e-4e5b-aaa8-175833f5bfdb": {
       "attrs": {
        "height": 0.8,
        "width": 0.8,
        "x": 0.1,
        "y": 0.1
       },
       "content": {
        "cell": "8a4ac456-6c4b-4249-8662-b1cabfd7cee4",
        "part": "whole"
       },
       "id": "328d4d72-cd9e-4e5b-aaa8-175833f5bfdb"
      }
     }
    },
    "6ff94ac3-8ded-442e-ae43-aa0a5c14d468": {
     "id": "6ff94ac3-8ded-442e-ae43-aa0a5c14d468",
     "prev": "27ee4130-d0bb-4287-b8fe-75a7b0ecf178",
     "regions": {
      "ad759b3a-6080-4356-a9fd-87f2b1b90bc2": {
       "attrs": {
        "height": 0.8,
        "width": 0.8,
        "x": 0.1,
        "y": 0.1
       },
       "content": {
        "cell": "8458de53-35b5-405e-a372-5db5d2e2c2c5",
        "part": "whole"
       },
       "id": "ad759b3a-6080-4356-a9fd-87f2b1b90bc2"
      }
     }
    },
    "75e76bd9-24ae-4c42-b6bc-5f58a0550ba8": {
     "id": "75e76bd9-24ae-4c42-b6bc-5f58a0550ba8",
     "prev": "152c5a3b-78f9-4183-bce2-379a4012baf6",
     "regions": {
      "4afd3b41-071f-44eb-a8f6-9a7f780041c2": {
       "attrs": {
        "height": 0.8,
        "width": 0.8,
        "x": 0.1,
        "y": 0.1
       },
       "content": {
        "cell": "62fdd00c-a006-4f11-b9dc-e2ca072225d7",
        "part": "whole"
       },
       "id": "4afd3b41-071f-44eb-a8f6-9a7f780041c2"
      }
     }
    },
    "8c46fa2c-d5dc-4ef7-8d99-f504e2c3a4a1": {
     "id": "8c46fa2c-d5dc-4ef7-8d99-f504e2c3a4a1",
     "prev": "e2f5626f-0d60-47cb-967f-0edababb0329",
     "regions": {
      "af33776f-ec36-45be-a627-39573a78b1d6": {
       "attrs": {
        "height": 0.8,
        "width": 0.8,
        "x": 0.1,
        "y": 0.1
       },
       "content": {
        "cell": "0d61b4b4-163f-47fe-80f1-092287218273",
        "part": "whole"
       },
       "id": "af33776f-ec36-45be-a627-39573a78b1d6"
      }
     }
    },
    "ae3f4c01-80dc-4add-889a-05c74f7155a5": {
     "id": "ae3f4c01-80dc-4add-889a-05c74f7155a5",
     "prev": "6ff94ac3-8ded-442e-ae43-aa0a5c14d468",
     "regions": {
      "15f00a98-7b04-439d-996d-851b773b060a": {
       "attrs": {
        "height": 0.8,
        "width": 0.8,
        "x": 0.1,
        "y": 0.1
       },
       "content": {
        "cell": "96ca5c44-2cfc-471c-8da7-39870c822e20",
        "part": "whole"
       },
       "id": "15f00a98-7b04-439d-996d-851b773b060a"
      }
     }
    },
    "ba285213-f645-4314-afd5-0a656fa35631": {
     "id": "ba285213-f645-4314-afd5-0a656fa35631",
     "prev": "8c46fa2c-d5dc-4ef7-8d99-f504e2c3a4a1",
     "regions": {
      "6cddb9f2-8e39-4010-8fab-3e70b3a8993f": {
       "attrs": {
        "height": 0.8,
        "width": 0.8,
        "x": 0.1,
        "y": 0.1
       },
       "content": {
        "cell": "b878a4f9-4345-4abb-81f4-5a731c639ab8",
        "part": "whole"
       },
       "id": "6cddb9f2-8e39-4010-8fab-3e70b3a8993f"
      }
     }
    },
    "cd587236-8a19-444d-8b18-69d782dbf725": {
     "id": "cd587236-8a19-444d-8b18-69d782dbf725",
     "prev": null,
     "regions": {
      "ef377bfe-ff45-49db-b471-f79ecb10b580": {
       "attrs": {
        "height": 0.8,
        "width": 0.8,
        "x": 0.1,
        "y": 0.1
       },
       "content": {
        "cell": "dc7a1635-0bbd-4bf7-a07e-7a36f58e258b",
        "part": "whole"
       },
       "id": "ef377bfe-ff45-49db-b471-f79ecb10b580"
      }
     }
    },
    "e2f5626f-0d60-47cb-967f-0edababb0329": {
     "id": "e2f5626f-0d60-47cb-967f-0edababb0329",
     "prev": "ae3f4c01-80dc-4add-889a-05c74f7155a5",
     "regions": {
      "eef49fa0-0f9b-4228-8fb8-79e079bf7682": {
       "attrs": {
        "height": 0.8,
        "width": 0.8,
        "x": 0.1,
        "y": 0.1
       },
       "content": {
        "cell": "9110098b-9675-4d64-adf3-c947073d4c4d",
        "part": "whole"
       },
       "id": "eef49fa0-0f9b-4228-8fb8-79e079bf7682"
      }
     }
    },
    "f001d476-5814-4664-a722-f04f5d23cd52": {
     "id": "f001d476-5814-4664-a722-f04f5d23cd52",
     "prev": "cd587236-8a19-444d-8b18-69d782dbf725",
     "regions": {
      "5a176076-c5a5-4b50-ab2c-9cd0baedad45": {
       "attrs": {
        "height": 0.8,
        "width": 0.8,
        "x": 0.1,
        "y": 0.1
       },
       "content": {
        "cell": "53eee250-b3d0-4262-ad09-e87fb2acf82e",
        "part": "whole"
       },
       "id": "5a176076-c5a5-4b50-ab2c-9cd0baedad45"
      }
     }
    }
   },
   "themes": {
    "default": "c6b5d1ad-d691-4000-9f62-de7fc0e83644",
    "theme": {
     "586a6e7a-f661-4d6c-90d0-1392715bea27": {
      "id": "586a6e7a-f661-4d6c-90d0-1392715bea27",
      "palette": {
       "19cc588f-0593-49c9-9f4b-e4d7cc113b1c": {
        "id": "19cc588f-0593-49c9-9f4b-e4d7cc113b1c",
        "rgb": [
         252,
         252,
         252
        ]
       },
       "31af15d2-7e15-44c5-ab5e-e04b16a89eff": {
        "id": "31af15d2-7e15-44c5-ab5e-e04b16a89eff",
        "rgb": [
         68,
         68,
         68
        ]
       },
       "50f92c45-a630-455b-aec3-788680ec7410": {
        "id": "50f92c45-a630-455b-aec3-788680ec7410",
        "rgb": [
         155,
         177,
         192
        ]
       },
       "c5cc3653-2ee1-402a-aba2-7caae1da4f6c": {
        "id": "c5cc3653-2ee1-402a-aba2-7caae1da4f6c",
        "rgb": [
         43,
         126,
         184
        ]
       },
       "efa7f048-9acb-414c-8b04-a26811511a21": {
        "id": "efa7f048-9acb-414c-8b04-a26811511a21",
        "rgb": [
         25.118061674008803,
         73.60176211453744,
         107.4819383259912
        ]
       }
      },
      "rules": {
       "blockquote": {
        "color": "50f92c45-a630-455b-aec3-788680ec7410"
       },
       "code": {
        "font-family": "Anonymous Pro"
       },
       "h1": {
        "color": "c5cc3653-2ee1-402a-aba2-7caae1da4f6c",
        "font-family": "Lato",
        "font-size": 8
       },
       "h2": {
        "color": "c5cc3653-2ee1-402a-aba2-7caae1da4f6c",
        "font-family": "Lato",
        "font-size": 6
       },
       "h3": {
        "color": "50f92c45-a630-455b-aec3-788680ec7410",
        "font-family": "Lato",
        "font-size": 5.5
       },
       "h4": {
        "color": "c5cc3653-2ee1-402a-aba2-7caae1da4f6c",
        "font-family": "Lato",
        "font-size": 5
       },
       "h5": {
        "font-family": "Lato"
       },
       "h6": {
        "font-family": "Lato"
       },
       "h7": {
        "font-family": "Lato"
       },
       "pre": {
        "font-family": "Anonymous Pro",
        "font-size": 4
       }
      },
      "text-base": {
       "font-family": "Merriweather",
       "font-size": 4
      }
     },
     "c6b5d1ad-d691-4000-9f62-de7fc0e83644": {
      "backgrounds": {
       "dc7afa04-bf90-40b1-82a5-726e3cff5267": {
        "background-color": "31af15d2-7e15-44c5-ab5e-e04b16a89eff",
        "id": "dc7afa04-bf90-40b1-82a5-726e3cff5267"
       }
      },
      "id": "c6b5d1ad-d691-4000-9f62-de7fc0e83644",
      "palette": {
       "19cc588f-0593-49c9-9f4b-e4d7cc113b1c": {
        "id": "19cc588f-0593-49c9-9f4b-e4d7cc113b1c",
        "rgb": [
         252,
         252,
         252
        ]
       },
       "31af15d2-7e15-44c5-ab5e-e04b16a89eff": {
        "id": "31af15d2-7e15-44c5-ab5e-e04b16a89eff",
        "rgb": [
         68,
         68,
         68
        ]
       },
       "50f92c45-a630-455b-aec3-788680ec7410": {
        "id": "50f92c45-a630-455b-aec3-788680ec7410",
        "rgb": [
         197,
         226,
         245
        ]
       },
       "c5cc3653-2ee1-402a-aba2-7caae1da4f6c": {
        "id": "c5cc3653-2ee1-402a-aba2-7caae1da4f6c",
        "rgb": [
         43,
         126,
         184
        ]
       },
       "efa7f048-9acb-414c-8b04-a26811511a21": {
        "id": "efa7f048-9acb-414c-8b04-a26811511a21",
        "rgb": [
         25.118061674008803,
         73.60176211453744,
         107.4819383259912
        ]
       }
      },
      "rules": {
       "a": {
        "color": "19cc588f-0593-49c9-9f4b-e4d7cc113b1c"
       },
       "blockquote": {
        "color": "50f92c45-a630-455b-aec3-788680ec7410",
        "font-size": 3
       },
       "code": {
        "font-family": "Anonymous Pro"
       },
       "h1": {
        "color": "19cc588f-0593-49c9-9f4b-e4d7cc113b1c",
        "font-family": "Merriweather",
        "font-size": 8
       },
       "h2": {
        "color": "19cc588f-0593-49c9-9f4b-e4d7cc113b1c",
        "font-family": "Merriweather",
        "font-size": 6
       },
       "h3": {
        "color": "50f92c45-a630-455b-aec3-788680ec7410",
        "font-family": "Lato",
        "font-size": 5.5
       },
       "h4": {
        "color": "c5cc3653-2ee1-402a-aba2-7caae1da4f6c",
        "font-family": "Lato",
        "font-size": 5
       },
       "h5": {
        "font-family": "Lato"
       },
       "h6": {
        "font-family": "Lato"
       },
       "h7": {
        "font-family": "Lato"
       },
       "li": {
        "color": "50f92c45-a630-455b-aec3-788680ec7410",
        "font-size": 3.25
       },
       "pre": {
        "font-family": "Anonymous Pro",
        "font-size": 4
       }
      },
      "text-base": {
       "color": "19cc588f-0593-49c9-9f4b-e4d7cc113b1c",
       "font-family": "Lato",
       "font-size": 4
      }
     }
    }
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}
